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Dataiku Core Designer
Discover with Dataiku
Immerse yourself in the world of Dataiku. This course covers project creation, data cleansing, statistical analysis and the implementation of predictive models.
Dataiku Core Designer
On request
Choose your session
Course description
Learn from an Artefact expert how to use the Dataiku solution to develop and accelerate your data science projects. Designed for beginners, this course will enable you to develop an end-to-end prototype based on real data. By the end of the course, you will have acquired the skills needed to obtain official Dataiku Core Designer certification.Objectives
At the end of this course, which combines theory, interactive exercises with Dataiku, and guided case studies, you will be able to :
Create a project on Dataiku
Handle your data with the usual data cleansing operations
Selecting, training and evaluating machine learning algorithms
Public
As this is an introductory course, it is open to everyone:
- Analytical
- IT
- Management
- Business
Prerequisites
No prerequisites.Evaluation
Passing the official "Core Designer" certification.Program
Dataiku Core Designer
1. FUNDAMENTAL CONCEPTS OF DATAIKU
15 minutes
Presentation of the solution
The Flow
Data sets
Revenue
2. DEVELOPING A DATA ANALYSIS PROJECT
3 hours
Getting to grips with the platform and creating your first project
Overview of different data sources
Connection to a database
Preparing data with Join and Prepare recipes
Create graphs to visualise your data
3. TRAINING MACHINE LEARNING ALGORITHMS
4 hours
What is Machine Learning?
Use of the SPLIT recipe to separate the data into a training set and a test set
Selecting and training machine learning models
Select the variables on which to train the models
Configure models by selecting their hyperparameters
Analysing the performance of a machine learning model
Interpreting model results
Applying a machine learning model to new data
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FAQ
Do you have any other questions about Artefact School of Data? We'd love to hear from you.
Are our courses face-to-face and/or distance learning?
We recommend that you come to one of our face-to-face courses to be at the heart of the leader in Data and Artificial Intelligence. However, if you prefer or if you can't do otherwise, our courses can also be taken at a distance or as a hybrid! Everything is designed so that you can follow our courses from our classroom or from home, as you wish. We have made this choice to optimise your learning during the course.
What support is there to help you find a job?
Every day, our students have the opportunity to work alongside Artefact employeesone of the leaders in Data. This means that every day, they meet Data Scientists, Analysts, Engineers, Data Consultants and Data Marketing experts who make up their team. professional network and increase their chances of securing a future position with Artefact or with a partner.
In addition, we offer a Career Day to help you find a job. This includes workshops on job hunting, preparing CVs and LinkedIn profiles, as well as advice on technical interviews.
Who are the teachers?
Your tutors are Data Scientists, Analysts or Senior Engineers by trade. This is very important to us because they work at the very heart of one of the leaders specialising in Data and AI: Artefact. This means that the teachers are in daily contact with Artefact customers and are responding to real, current issues in the field. Our training courses are therefore designed around what they experience on a daily basis.
How do I apply for one of our courses?
The registration process is very simple: you apply directly for the course of your choice, explaining your motivations and describing your career path. You can also download the full programme and then make an appointment with us.
Are our training courses Qualiopi certified?
Our training courses are certified "Qualiopi pour l'action de formation".